Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 1444 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 158.1 KiB |
| Average record size in memory | 112.1 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 1 |
X.name has a high cardinality: 1444 distinct values | High cardinality |
z is highly correlated with Lognu and 3 other fields | High correlation |
LogFlux1.100m is highly correlated with LogEnergy_Flux100 and 3 other fields | High correlation |
LogEnergy_Flux100 is highly correlated with LogFlux1.100m and 3 other fields | High correlation |
LogSignificance is highly correlated with LogFlux1.100m and 3 other fields | High correlation |
Lognu is highly correlated with z and 3 other fields | High correlation |
Lognufnu is highly correlated with LogFlux1.100m and 3 other fields | High correlation |
Gaia_G_Magnitude is highly correlated with Lognufnu | High correlation |
PL_Index is highly correlated with z and 3 other fields | High correlation |
LogVariability_Index is highly correlated with LogFlux1.100m and 3 other fields | High correlation |
LogPivot_Energy is highly correlated with z and 4 other fields | High correlation |
LP_Index is highly correlated with z and 3 other fields | High correlation |
z is highly correlated with Lognu and 2 other fields | High correlation |
LogFlux1.100m is highly correlated with LogEnergy_Flux100 and 3 other fields | High correlation |
LogEnergy_Flux100 is highly correlated with LogFlux1.100m and 3 other fields | High correlation |
LogSignificance is highly correlated with LogFlux1.100m and 3 other fields | High correlation |
Lognu is highly correlated with z and 3 other fields | High correlation |
Lognufnu is highly correlated with LogFlux1.100m and 3 other fields | High correlation |
Gaia_G_Magnitude is highly correlated with Lognufnu | High correlation |
PL_Index is highly correlated with z and 3 other fields | High correlation |
LogVariability_Index is highly correlated with LogFlux1.100m and 3 other fields | High correlation |
LogPivot_Energy is highly correlated with z and 4 other fields | High correlation |
LP_Index is highly correlated with Lognu and 2 other fields | High correlation |
LogFlux1.100m is highly correlated with LogEnergy_Flux100 and 2 other fields | High correlation |
LogEnergy_Flux100 is highly correlated with LogFlux1.100m and 2 other fields | High correlation |
LogSignificance is highly correlated with LogFlux1.100m and 2 other fields | High correlation |
Lognu is highly correlated with PL_Index and 2 other fields | High correlation |
PL_Index is highly correlated with Lognu and 2 other fields | High correlation |
LogVariability_Index is highly correlated with LogFlux1.100m and 2 other fields | High correlation |
LogPivot_Energy is highly correlated with Lognu and 2 other fields | High correlation |
LP_Index is highly correlated with Lognu and 2 other fields | High correlation |
z is highly correlated with Lognu and 3 other fields | High correlation |
LogFlux1.100m is highly correlated with LogEnergy_Flux100 and 6 other fields | High correlation |
LogEnergy_Flux100 is highly correlated with LogFlux1.100m and 5 other fields | High correlation |
LogSignificance is highly correlated with LogFlux1.100m and 4 other fields | High correlation |
Lognu is highly correlated with z and 3 other fields | High correlation |
Lognufnu is highly correlated with LogFlux1.100m and 3 other fields | High correlation |
Gaia_G_Magnitude is highly correlated with LogFlux1.100m and 3 other fields | High correlation |
PL_Index is highly correlated with z and 4 other fields | High correlation |
LogVariability_Index is highly correlated with LogFlux1.100m and 3 other fields | High correlation |
LogPivot_Energy is highly correlated with z and 6 other fields | High correlation |
LP_Index is highly correlated with z and 4 other fields | High correlation |
LP_beta is highly correlated with LP_Index | High correlation |
Unnamed: 0 is uniformly distributed | Uniform |
X.name is uniformly distributed | Uniform |
Unnamed: 0 has unique values | Unique |
X.name has unique values | Unique |
LogSignificance has unique values | Unique |
LogVariability_Index has unique values | Unique |
LogPivot_Energy has unique values | Unique |
LP_Index has unique values | Unique |
LP_beta has unique values | Unique |
Reproduction
| Analysis started | 2021-10-14 10:27:06.613792 |
|---|---|
| Analysis finished | 2021-10-14 10:27:39.287606 |
| Duration | 32.67 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 1444 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 721.5 |
| Minimum | 0 |
|---|---|
| Maximum | 1443 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 72.15 |
| Q1 | 360.75 |
| median | 721.5 |
| Q3 | 1082.25 |
| 95-th percentile | 1370.85 |
| Maximum | 1443 |
| Range | 1443 |
| Interquartile range (IQR) | 721.5 |
Descriptive statistics
| Standard deviation | 416.9912069 |
|---|---|
| Coefficient of variation (CV) | 0.5779503908 |
| Kurtosis | -1.2 |
| Mean | 721.5 |
| Median Absolute Deviation (MAD) | 361 |
| Skewness | 0 |
| Sum | 1041846 |
| Variance | 173881.6667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 970 | 1 | 0.1% |
| 968 | 1 | 0.1% |
| 967 | 1 | 0.1% |
| 966 | 1 | 0.1% |
| 965 | 1 | 0.1% |
| 964 | 1 | 0.1% |
| 963 | 1 | 0.1% |
| 962 | 1 | 0.1% |
| 961 | 1 | 0.1% |
| Other values (1434) | 1434 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 1443 | 1 | |
| 1442 | 1 | |
| 1441 | 1 | |
| 1440 | 1 | |
| 1439 | 1 | |
| 1438 | 1 | |
| 1437 | 1 | |
| 1436 | 1 | |
| 1435 | 1 | |
| 1434 | 1 |
| Distinct | 1444 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.4 KiB |
| 4FGL J0001.5+2113 | 1 |
|---|---|
| 4FGL J1500.7+4752 | 1 |
| 4FGL J1458.6+3722 | 1 |
| 4FGL J1457.4-3539 | 1 |
| 4FGL J1456.0+5051 | 1 |
| Other values (1439) |
Length
| Max length | 17 |
|---|---|
| Median length | 17 |
| Mean length | 17 |
| Min length | 17 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1444 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 4FGL J0001.5+2113 |
|---|---|
| 2nd row | 4FGL J0003.9-1149 |
| 3rd row | 4FGL J0004.3+4614 |
| 4th row | 4FGL J0004.4-4737 |
| 5th row | 4FGL J0005.9+3824 |
Common Values
| Value | Count | Frequency (%) |
| 4FGL J0001.5+2113 | 1 | 0.1% |
| 4FGL J1500.7+4752 | 1 | 0.1% |
| 4FGL J1458.6+3722 | 1 | 0.1% |
| 4FGL J1457.4-3539 | 1 | 0.1% |
| 4FGL J1456.0+5051 | 1 | 0.1% |
| 4FGL J1454.4-3744 | 1 | 0.1% |
| 4FGL J1454.1+1622 | 1 | 0.1% |
| 4FGL J1453.5+3505 | 1 | 0.1% |
| 4FGL J1451.4+6355 | 1 | 0.1% |
| 4FGL J1450.8+5201 | 1 | 0.1% |
| Other values (1434) | 1434 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 4fgl | 1444 | |
| j0017.5-0514 | 1 | < 0.1% |
| j0004.4-4737 | 1 | < 0.1% |
| j0005.9+3824 | 1 | < 0.1% |
| j0006.3-0620 | 1 | < 0.1% |
| j0008.0+4711 | 1 | < 0.1% |
| j0008.4-2339 | 1 | < 0.1% |
| j0009.1+0628 | 1 | < 0.1% |
| j0009.8-4317 | 1 | < 0.1% |
| j0010.6+2043 | 1 | < 0.1% |
| Other values (1435) | 1435 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 1091 |
|---|---|
| Distinct (%) | 75.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8243408186 |
| Minimum | 3.7 × 10-5 |
|---|---|
| Maximum | 4.313 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.4 KiB |
Quantile statistics
| Minimum | 3.7 × 10-5 |
|---|---|
| 5-th percentile | 0.09615 |
| Q1 | 0.298908 |
| median | 0.6285715 |
| Q3 | 1.215 |
| 95-th percentile | 2.13895 |
| Maximum | 4.313 |
| Range | 4.312963 |
| Interquartile range (IQR) | 0.916092 |
Descriptive statistics
| Standard deviation | 0.666680037 |
|---|---|
| Coefficient of variation (CV) | 0.8087432067 |
| Kurtosis | 1.353136344 |
| Mean | 0.8243408186 |
| Median Absolute Deviation (MAD) | 0.3995695 |
| Skewness | 1.188324677 |
| Sum | 1190.348142 |
| Variance | 0.4444622717 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.7 | 8 | 0.6% |
| 0.2 | 7 | 0.5% |
| 0.47 | 7 | 0.5% |
| 0.6 | 6 | 0.4% |
| 0.45 | 6 | 0.4% |
| 0.35 | 5 | 0.3% |
| 0.212 | 5 | 0.3% |
| 0.25 | 5 | 0.3% |
| 0.4 | 5 | 0.3% |
| 0.72 | 5 | 0.3% |
| Other values (1081) | 1385 |
| Value | Count | Frequency (%) |
| 3.7 × 10-5 | 1 | |
| 0.000927 | 1 | |
| 0.001324 | 1 | |
| 0.002307 | 1 | |
| 0.01 | 1 | |
| 0.01375 | 1 | |
| 0.018 | 1 | |
| 0.027 | 1 | |
| 0.0272 | 1 | |
| 0.03 | 1 |
| Value | Count | Frequency (%) |
| 4.313 | 1 | |
| 3.716 | 1 | |
| 3.647763 | 1 | |
| 3.45 | 1 | |
| 3.442 | 1 | |
| 3.164 | 1 | |
| 3.104 | 1 | |
| 3.033 | 1 | |
| 3.013 | 1 | |
| 3.01 | 1 |
| Distinct | 812 |
|---|---|
| Distinct (%) | 56.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -9.331524806 |
| Minimum | -10.4225082 |
|---|---|
| Maximum | -7.060980224 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1444 |
| Negative (%) | 100.0% |
| Memory size | 11.4 KiB |
Quantile statistics
| Minimum | -10.4225082 |
|---|---|
| 5-th percentile | -9.999351794 |
| Q1 | -9.721819348 |
| median | -9.43062609 |
| Q3 | -9.035269844 |
| 95-th percentile | -8.330822764 |
| Maximum | -7.060980224 |
| Range | 3.361527977 |
| Interquartile range (IQR) | 0.6865495041 |
Descriptive statistics
| Standard deviation | 0.5198163294 |
|---|---|
| Coefficient of variation (CV) | -0.0557054008 |
| Kurtosis | 0.8056954974 |
| Mean | -9.331524806 |
| Median Absolute Deviation (MAD) | 0.3277016983 |
| Skewness | 0.9270210759 |
| Sum | -13474.72182 |
| Variance | 0.2702090163 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -9.761953897 | 10 | 0.7% |
| -9.823908741 | 9 | 0.6% |
| -9.63638802 | 8 | 0.6% |
| -9.769551079 | 7 | 0.5% |
| -9.958607315 | 7 | 0.5% |
| -9.698970004 | 7 | 0.5% |
| -9.628932138 | 6 | 0.4% |
| -8.991399828 | 6 | 0.4% |
| -9.779891912 | 6 | 0.4% |
| -9.690369833 | 6 | 0.4% |
| Other values (802) | 1372 |
| Value | Count | Frequency (%) |
| -10.4225082 | 1 | |
| -10.34103516 | 1 | |
| -10.31605287 | 1 | |
| -10.27736608 | 1 | |
| -10.25963731 | 1 | |
| -10.24565166 | 1 | |
| -10.22914799 | 1 | |
| -10.22621356 | 1 | |
| -10.21538271 | 1 | |
| -10.20901152 | 1 |
| Value | Count | Frequency (%) |
| -7.060980224 | 1 | |
| -7.314258261 | 1 | |
| -7.37675071 | 1 | |
| -7.404503778 | 1 | |
| -7.447331784 | 1 | |
| -7.459670525 | 1 | |
| -7.625251654 | 1 | |
| -7.63638802 | 1 | |
| -7.642065153 | 1 | |
| -7.688246139 | 1 |
| Distinct | 815 |
|---|---|
| Distinct (%) | 56.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -11.20305122 |
| Minimum | -12.1414628 |
|---|---|
| Maximum | -8.954677021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1444 |
| Negative (%) | 100.0% |
| Memory size | 11.4 KiB |
Quantile statistics
| Minimum | -12.1414628 |
|---|---|
| 5-th percentile | -11.82102305 |
| Q1 | -11.54821356 |
| median | -11.29413629 |
| Q3 | -10.92811799 |
| 95-th percentile | -10.29722667 |
| Maximum | -8.954677021 |
| Range | 3.186785781 |
| Interquartile range (IQR) | 0.6200955718 |
Descriptive statistics
| Standard deviation | 0.4770889527 |
|---|---|
| Coefficient of variation (CV) | -0.04258562632 |
| Kurtosis | 0.9390504788 |
| Mean | -11.20305122 |
| Median Absolute Deviation (MAD) | 0.295930589 |
| Skewness | 0.9434295772 |
| Sum | -16177.20596 |
| Variance | 0.2276138688 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -11.6216021 | 7 | 0.5% |
| -10.87942607 | 7 | 0.5% |
| -10.95467702 | 6 | 0.4% |
| -11.62893214 | 6 | 0.4% |
| -10.95860731 | 6 | 0.4% |
| -11.838632 | 6 | 0.4% |
| -11.5559552 | 6 | 0.4% |
| -11.70333481 | 6 | 0.4% |
| -10.9625735 | 6 | 0.4% |
| -10.96657624 | 5 | 0.3% |
| Other values (805) | 1383 |
| Value | Count | Frequency (%) |
| -12.1414628 | 1 | |
| -12.09474395 | 1 | |
| -12.08565684 | 1 | |
| -12.04335142 | 1 | |
| -12.03857891 | 1 | |
| -12.02410886 | 1 | |
| -12.01954211 | 1 | |
| -12.01502287 | 1 | |
| -12.01144104 | 1 | |
| -11.99567863 | 1 |
| Value | Count | Frequency (%) |
| -8.954677021 | 1 | |
| -9.338187314 | 1 | |
| -9.346787486 | 1 | |
| -9.450996738 | 1 | |
| -9.554395797 | 1 | |
| -9.634512015 | 1 | |
| -9.657577319 | 1 | |
| -9.661543506 | 1 | |
| -9.669586227 | 2 | |
| -9.675717545 | 1 |
LogSignificance
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 1444 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.199581 |
| Minimum | 0.4416176625 |
|---|---|
| Maximum | 2.667596667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.4 KiB |
Quantile statistics
| Minimum | 0.4416176625 |
|---|---|
| 5-th percentile | 0.678634662 |
| Q1 | 0.9020841615 |
| median | 1.141570722 |
| Q3 | 1.424434609 |
| 95-th percentile | 1.932040889 |
| Maximum | 2.667596667 |
| Range | 2.225979004 |
| Interquartile range (IQR) | 0.522350447 |
Descriptive statistics
| Standard deviation | 0.3886629581 |
|---|---|
| Coefficient of variation (CV) | 0.3239989281 |
| Kurtosis | 0.2253439932 |
| Mean | 1.199581 |
| Median Absolute Deviation (MAD) | 0.2615467081 |
| Skewness | 0.7605589703 |
| Sum | 1732.194964 |
| Variance | 0.151058895 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.644780149 | 1 | 0.1% |
| 1.008573091 | 1 | 0.1% |
| 1.163209037 | 1 | 0.1% |
| 1.81185955 | 1 | 0.1% |
| 0.6544182736 | 1 | 0.1% |
| 1.039732644 | 1 | 0.1% |
| 1.191941624 | 1 | 0.1% |
| 0.9709654679 | 1 | 0.1% |
| 1.188894512 | 1 | 0.1% |
| 1.333238057 | 1 | 0.1% |
| Other values (1434) | 1434 |
| Value | Count | Frequency (%) |
| 0.4416176625 | 1 | |
| 0.5542063707 | 1 | |
| 0.5626400423 | 1 | |
| 0.564595175 | 1 | |
| 0.5678883556 | 1 | |
| 0.5826394554 | 1 | |
| 0.5833870446 | 1 | |
| 0.5842209742 | 1 | |
| 0.5992398948 | 1 | |
| 0.6069612554 | 1 |
| Value | Count | Frequency (%) |
| 2.667596667 | 1 | |
| 2.543990634 | 1 | |
| 2.512581199 | 1 | |
| 2.474456415 | 1 | |
| 2.467438824 | 1 | |
| 2.464835921 | 1 | |
| 2.39778247 | 1 | |
| 2.377865064 | 1 | |
| 2.362253505 | 1 | |
| 2.362220952 | 1 |
| Distinct | 540 |
|---|---|
| Distinct (%) | 37.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.85839754 |
| Minimum | 11.53529412 |
|---|---|
| Maximum | 20.25527251 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.4 KiB |
Quantile statistics
| Minimum | 11.53529412 |
|---|---|
| 5-th percentile | 12.29003461 |
| Q1 | 12.72509452 |
| median | 13.30200497 |
| Q3 | 14.74973632 |
| 95-th percentile | 16.64048144 |
| Maximum | 20.25527251 |
| Range | 8.719978385 |
| Interquartile range (IQR) | 2.024641794 |
Descriptive statistics
| Standard deviation | 1.443226404 |
|---|---|
| Coefficient of variation (CV) | 0.1041409297 |
| Kurtosis | 0.2945930875 |
| Mean | 13.85839754 |
| Median Absolute Deviation (MAD) | 0.7753591375 |
| Skewness | 0.981032641 |
| Sum | 20011.52605 |
| Variance | 2.082902452 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 13.04139269 | 27 | 1.9% |
| 12.72509452 | 21 | 1.5% |
| 12.79518459 | 14 | 1.0% |
| 12.75966784 | 13 | 0.9% |
| 12.84010609 | 13 | 0.9% |
| 13.00432137 | 12 | 0.8% |
| 12.62013605 | 12 | 0.8% |
| 12.40993312 | 11 | 0.8% |
| 12.96988164 | 10 | 0.7% |
| 12.55990663 | 10 | 0.7% |
| Other values (530) | 1301 |
| Value | Count | Frequency (%) |
| 11.53529412 | 1 | 0.1% |
| 11.57054294 | 1 | 0.1% |
| 11.60422605 | 1 | 0.1% |
| 11.63042788 | 1 | 0.1% |
| 11.78031731 | 1 | 0.1% |
| 11.79588002 | 1 | 0.1% |
| 11.89376176 | 1 | 0.1% |
| 11.8998205 | 1 | 0.1% |
| 11.92012333 | 2 | 0.1% |
| 11.98989456 | 5 |
| Value | Count | Frequency (%) |
| 20.25527251 | 2 | |
| 19.04921802 | 1 | |
| 18.68033551 | 2 | |
| 18.49968708 | 1 | |
| 18.26007139 | 1 | |
| 18.00860017 | 1 | |
| 17.95520654 | 1 | |
| 17.84010609 | 1 | |
| 17.79028516 | 1 | |
| 17.78031731 | 2 |
| Distinct | 817 |
|---|---|
| Distinct (%) | 56.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -11.78740039 |
| Minimum | -13.15490196 |
|---|---|
| Maximum | -9.657577319 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1444 |
| Negative (%) | 100.0% |
| Memory size | 11.4 KiB |
Quantile statistics
| Minimum | -13.15490196 |
|---|---|
| 5-th percentile | -12.5094121 |
| Q1 | -12.12930384 |
| median | -11.84163751 |
| Q3 | -11.47984448 |
| 95-th percentile | -10.9152621 |
| Maximum | -9.657577319 |
| Range | 3.497324641 |
| Interquartile range (IQR) | 0.6494593539 |
Descriptive statistics
| Standard deviation | 0.489897272 |
|---|---|
| Coefficient of variation (CV) | -0.04156109539 |
| Kurtosis | 0.2812564108 |
| Mean | -11.78740039 |
| Median Absolute Deviation (MAD) | 0.321405755 |
| Skewness | 0.4886572211 |
| Sum | -17021.00616 |
| Variance | 0.2399993371 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -11.92081875 | 10 | 0.7% |
| -11.94309515 | 8 | 0.6% |
| -11.97469413 | 8 | 0.6% |
| -11.8728952 | 8 | 0.6% |
| -11.90308999 | 8 | 0.6% |
| -11.76700389 | 7 | 0.5% |
| -11.89962945 | 7 | 0.5% |
| -11.77989191 | 7 | 0.5% |
| -11.93181414 | 7 | 0.5% |
| -11.86012091 | 7 | 0.5% |
| Other values (807) | 1367 |
| Value | Count | Frequency (%) |
| -13.15490196 | 1 | |
| -13 | 2 | |
| -12.98716278 | 1 | |
| -12.83268267 | 2 | |
| -12.82973828 | 1 | |
| -12.81815641 | 1 | |
| -12.79860288 | 1 | |
| -12.77728353 | 1 | |
| -12.75202673 | 1 | |
| -12.74958 | 1 |
| Value | Count | Frequency (%) |
| -9.657577319 | 1 | |
| -9.847711656 | 1 | |
| -10.04431225 | 1 | |
| -10.11407366 | 1 | |
| -10.2823295 | 1 | |
| -10.29584948 | 1 | |
| -10.31425826 | 1 | |
| -10.33441901 | 1 | |
| -10.35261703 | 1 | |
| -10.39147397 | 1 |
| Distinct | 1225 |
|---|---|
| Distinct (%) | 84.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.46504536 |
| Minimum | 12.8144 |
|---|---|
| Maximum | 21.453 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.4 KiB |
Quantile statistics
| Minimum | 12.8144 |
|---|---|
| 5-th percentile | 16.3604835 |
| Q1 | 17.71435 |
| median | 18.48485 |
| Q3 | 19.3734615 |
| 95-th percentile | 20.378855 |
| Maximum | 21.453 |
| Range | 8.6386 |
| Interquartile range (IQR) | 1.6591115 |
Descriptive statistics
| Standard deviation | 1.250469775 |
|---|---|
| Coefficient of variation (CV) | 0.06772091544 |
| Kurtosis | 0.922513269 |
| Mean | 18.46504536 |
| Median Absolute Deviation (MAD) | 0.8291 |
| Skewness | -0.6020843116 |
| Sum | 26663.5255 |
| Variance | 1.563674659 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 18.6042 | 5 | 0.3% |
| 20.055 | 5 | 0.3% |
| 19.033 | 5 | 0.3% |
| 20.6877 | 5 | 0.3% |
| 19.5676 | 4 | 0.3% |
| 19.8983 | 4 | 0.3% |
| 20.2636 | 4 | 0.3% |
| 18.9769 | 4 | 0.3% |
| 19.5389 | 4 | 0.3% |
| 20.512562 | 4 | 0.3% |
| Other values (1215) | 1400 |
| Value | Count | Frequency (%) |
| 12.8144 | 1 | |
| 12.8513 | 1 | |
| 13.2695 | 1 | |
| 13.8439 | 1 | |
| 13.9053 | 1 | |
| 14.0341 | 1 | |
| 14.0777 | 1 | |
| 14.1566 | 1 | |
| 14.2037 | 1 | |
| 14.5574 | 1 |
| Value | Count | Frequency (%) |
| 21.453 | 1 | |
| 21.256605 | 1 | |
| 21.196585 | 1 | |
| 21.0544 | 1 | |
| 20.9469 | 1 | |
| 20.847025 | 1 | |
| 20.8393 | 1 | |
| 20.7951 | 2 | |
| 20.782 | 1 | |
| 20.77383 | 1 |
| Distinct | 1443 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.246799574 |
| Minimum | 1.4451753 |
|---|---|
| Maximum | 3.2412739 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.4 KiB |
Quantile statistics
| Minimum | 1.4451753 |
|---|---|
| 5-th percentile | 1.76160711 |
| Q1 | 1.99405905 |
| median | 2.2661127 |
| Q3 | 2.46956675 |
| 95-th percentile | 2.757159055 |
| Maximum | 3.2412739 |
| Range | 1.7960986 |
| Interquartile range (IQR) | 0.4755077 |
Descriptive statistics
| Standard deviation | 0.3145347219 |
|---|---|
| Coefficient of variation (CV) | 0.1399923365 |
| Kurtosis | -0.6499120175 |
| Mean | 2.246799574 |
| Median Absolute Deviation (MAD) | 0.2377438 |
| Skewness | 0.04248993341 |
| Sum | 3244.378585 |
| Variance | 0.09893209131 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.1599035 | 2 | 0.1% |
| 2.659308 | 1 | 0.1% |
| 2.1039872 | 1 | 0.1% |
| 2.3243513 | 1 | 0.1% |
| 2.0603194 | 1 | 0.1% |
| 2.5535352 | 1 | 0.1% |
| 2.4086792 | 1 | 0.1% |
| 2.363123 | 1 | 0.1% |
| 1.8224822 | 1 | 0.1% |
| 2.1666477 | 1 | 0.1% |
| Other values (1433) | 1433 |
| Value | Count | Frequency (%) |
| 1.4451753 | 1 | |
| 1.4539263 | 1 | |
| 1.4790579 | 1 | |
| 1.492666 | 1 | |
| 1.5330765 | 1 | |
| 1.5354745 | 1 | |
| 1.5526536 | 1 | |
| 1.5594558 | 1 | |
| 1.5779337 | 1 | |
| 1.5855565 | 1 |
| Value | Count | Frequency (%) |
| 3.2412739 | 1 | |
| 3.060905 | 1 | |
| 3.0361822 | 1 | |
| 3.0269978 | 1 | |
| 3.0227165 | 1 | |
| 3.0139525 | 1 | |
| 3.0135021 | 1 | |
| 3.0075574 | 1 | |
| 2.9848886 | 1 | |
| 2.980853 | 1 |
LogVariability_Index
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 1444 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.639959783 |
| Minimum | 0.3219552462 |
|---|---|
| Maximum | 4.875129616 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.4 KiB |
Quantile statistics
| Minimum | 0.3219552462 |
|---|---|
| 5-th percentile | 0.7841565539 |
| Q1 | 1.108781849 |
| median | 1.424859924 |
| Q3 | 2.076493324 |
| 95-th percentile | 3.135350755 |
| Maximum | 4.875129616 |
| Range | 4.55317437 |
| Interquartile range (IQR) | 0.9677114753 |
Descriptive statistics
| Standard deviation | 0.7352501209 |
|---|---|
| Coefficient of variation (CV) | 0.4483342387 |
| Kurtosis | 0.7822542711 |
| Mean | 1.639959783 |
| Median Absolute Deviation (MAD) | 0.4140613743 |
| Skewness | 1.04102386 |
| Sum | 2368.101927 |
| Variance | 0.5405927403 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.194352693 | 1 | 0.1% |
| 1.003650107 | 1 | 0.1% |
| 1.575811291 | 1 | 0.1% |
| 3.455390737 | 1 | 0.1% |
| 0.8711952153 | 1 | 0.1% |
| 1.743280485 | 1 | 0.1% |
| 1.55600737 | 1 | 0.1% |
| 1.702009592 | 1 | 0.1% |
| 1.470171166 | 1 | 0.1% |
| 1.066225821 | 1 | 0.1% |
| Other values (1434) | 1434 |
| Value | Count | Frequency (%) |
| 0.3219552462 | 1 | |
| 0.3293989371 | 1 | |
| 0.3339456311 | 1 | |
| 0.3861554071 | 1 | |
| 0.4029274661 | 1 | |
| 0.4130365253 | 1 | |
| 0.4176045354 | 1 | |
| 0.4288410823 | 1 | |
| 0.4553062927 | 1 | |
| 0.4932978693 | 1 |
| Value | Count | Frequency (%) |
| 4.875129616 | 1 | |
| 4.751012339 | 1 | |
| 4.478873784 | 1 | |
| 4.309457544 | 1 | |
| 4.131991247 | 1 | |
| 4.130730789 | 1 | |
| 4.119915509 | 1 | |
| 3.990027543 | 1 | |
| 3.887030776 | 1 | |
| 3.88291989 | 1 |
LogPivot_Energy
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 1444 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.152319179 |
| Minimum | 2.366145705 |
|---|---|
| Maximum | 4.299102102 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.4 KiB |
Quantile statistics
| Minimum | 2.366145705 |
|---|---|
| 5-th percentile | 2.650244924 |
| Q1 | 2.874285334 |
| median | 3.096459595 |
| Q3 | 3.42285632 |
| 95-th percentile | 3.751451765 |
| Maximum | 4.299102102 |
| Range | 1.932956398 |
| Interquartile range (IQR) | 0.5485709859 |
Descriptive statistics
| Standard deviation | 0.3565473739 |
|---|---|
| Coefficient of variation (CV) | 0.1131063682 |
| Kurtosis | -0.5275927037 |
| Mean | 3.152319179 |
| Median Absolute Deviation (MAD) | 0.2670487429 |
| Skewness | 0.3849479387 |
| Sum | 4551.948895 |
| Variance | 0.1271260298 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.551186926 | 1 | 0.1% |
| 3.16632317 | 1 | 0.1% |
| 3.214061838 | 1 | 0.1% |
| 2.866390317 | 1 | 0.1% |
| 3.690693107 | 1 | 0.1% |
| 2.999676113 | 1 | 0.1% |
| 2.965034096 | 1 | 0.1% |
| 3.055008718 | 1 | 0.1% |
| 3.600074643 | 1 | 0.1% |
| 3.280770847 | 1 | 0.1% |
| Other values (1434) | 1434 |
| Value | Count | Frequency (%) |
| 2.366145705 | 1 | |
| 2.377279253 | 1 | |
| 2.387278533 | 1 | |
| 2.437168123 | 1 | |
| 2.452629299 | 1 | |
| 2.460296432 | 1 | |
| 2.468014465 | 1 | |
| 2.486458023 | 1 | |
| 2.487312016 | 1 | |
| 2.488829858 | 1 |
| Value | Count | Frequency (%) |
| 4.299102102 | 1 | |
| 4.27289082 | 1 | |
| 4.198494553 | 1 | |
| 4.168503789 | 1 | |
| 4.16753493 | 1 | |
| 4.152497933 | 1 | |
| 4.134325992 | 1 | |
| 4.109211182 | 1 | |
| 4.104129901 | 1 | |
| 4.089149736 | 1 |
| Distinct | 1444 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.17247949 |
| Minimum | 1.068352 |
|---|---|
| Maximum | 3.3003483 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.4 KiB |
Quantile statistics
| Minimum | 1.068352 |
|---|---|
| 5-th percentile | 1.61883316 |
| Q1 | 1.92090745 |
| median | 2.19448435 |
| Q3 | 2.4125414 |
| 95-th percentile | 2.696674855 |
| Maximum | 3.3003483 |
| Range | 2.2319963 |
| Interquartile range (IQR) | 0.49163395 |
Descriptive statistics
| Standard deviation | 0.3410594184 |
|---|---|
| Coefficient of variation (CV) | 0.1569908577 |
| Kurtosis | -0.2461947324 |
| Mean | 2.17247949 |
| Median Absolute Deviation (MAD) | 0.2411121 |
| Skewness | -0.1218854972 |
| Sum | 3137.060384 |
| Variance | 0.1163215269 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.5481505 | 1 | 0.1% |
| 2.3171537 | 1 | 0.1% |
| 2.1399684 | 1 | 0.1% |
| 2.1752746 | 1 | 0.1% |
| 2.0947986 | 1 | 0.1% |
| 2.477523 | 1 | 0.1% |
| 2.291191 | 1 | 0.1% |
| 2.29305 | 1 | 0.1% |
| 1.8316207 | 1 | 0.1% |
| 2.078598 | 1 | 0.1% |
| Other values (1434) | 1434 |
| Value | Count | Frequency (%) |
| 1.068352 | 1 | |
| 1.1393194 | 1 | |
| 1.1609548 | 1 | |
| 1.1894403 | 1 | |
| 1.2086502 | 1 | |
| 1.2219082 | 1 | |
| 1.2632192 | 1 | |
| 1.2846079 | 1 | |
| 1.3140275 | 1 | |
| 1.3355638 | 1 |
| Value | Count | Frequency (%) |
| 3.3003483 | 1 | |
| 3.0882678 | 1 | |
| 3.07945 | 1 | |
| 3.0725007 | 1 | |
| 3.0404763 | 1 | |
| 3.0223308 | 1 | |
| 3.0153053 | 1 | |
| 3.0076323 | 1 | |
| 2.9960587 | 1 | |
| 2.9949675 | 1 |
| Distinct | 1444 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09666158504 |
| Minimum | -0.12630665 |
|---|---|
| Maximum | 0.6955592 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 166 |
| Negative (%) | 11.5% |
| Memory size | 11.4 KiB |
Quantile statistics
| Minimum | -0.12630665 |
|---|---|
| 5-th percentile | -0.03687580405 |
| Q1 | 0.034450276 |
| median | 0.0805024075 |
| Q3 | 0.1348395225 |
| 95-th percentile | 0.288959118 |
| Maximum | 0.6955592 |
| Range | 0.82186585 |
| Interquartile range (IQR) | 0.1003892465 |
Descriptive statistics
| Standard deviation | 0.1052134884 |
|---|---|
| Coefficient of variation (CV) | 1.088472617 |
| Kurtosis | 5.108512181 |
| Mean | 0.09666158504 |
| Median Absolute Deviation (MAD) | 0.049579775 |
| Skewness | 1.651761605 |
| Sum | 139.5793288 |
| Variance | 0.01106987814 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.15877607 | 1 | 0.1% |
| 0.13681322 | 1 | 0.1% |
| 0.05430934 | 1 | 0.1% |
| 0.17026366 | 1 | 0.1% |
| -0.046270665 | 1 | 0.1% |
| 0.20056145 | 1 | 0.1% |
| 0.16700755 | 1 | 0.1% |
| 0.07306042 | 1 | 0.1% |
| -0.008183197 | 1 | 0.1% |
| 0.11152432 | 1 | 0.1% |
| Other values (1434) | 1434 |
| Value | Count | Frequency (%) |
| -0.12630665 | 1 | |
| -0.1243442 | 1 | |
| -0.12335034 | 1 | |
| -0.12031485 | 1 | |
| -0.11496014 | 1 | |
| -0.114574604 | 1 | |
| -0.11161647 | 1 | |
| -0.10755673 | 1 | |
| -0.10307537 | 1 | |
| -0.097514585 | 1 |
| Value | Count | Frequency (%) |
| 0.6955592 | 1 | |
| 0.6833869 | 1 | |
| 0.6797216 | 1 | |
| 0.64696926 | 1 | |
| 0.6276007 | 1 | |
| 0.59705544 | 1 | |
| 0.56898236 | 1 | |
| 0.55013216 | 1 | |
| 0.54414624 | 1 | |
| 0.5358364 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
First rows
| Unnamed: 0 | X.name | z | LogFlux1.100m | LogEnergy_Flux100 | LogSignificance | Lognu | Lognufnu | Gaia_G_Magnitude | PL_Index | LogVariability_Index | LogPivot_Energy | LP_Index | LP_beta | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 4FGL J0001.5+2113 | 1.106000 | -8.866461 | -10.714443 | 1.644780 | 14.198657 | -11.939302 | 18.483600 | 2.659308 | 3.194353 | 2.551187 | 2.548151 | 0.158776 |
| 1 | 1 | 4FGL J0003.9-1149 | 1.309990 | -9.454693 | -11.493495 | 1.092246 | 12.389166 | -12.087778 | 19.322300 | 2.087109 | 0.639344 | 3.224646 | 1.932069 | 0.271187 |
| 2 | 2 | 4FGL J0004.3+4614 | 1.810000 | -9.617983 | -11.603801 | 0.852178 | 12.409933 | -12.640165 | 20.408297 | 2.584969 | 1.651862 | 2.962427 | 2.526971 | 0.067292 |
| 3 | 3 | 4FGL J0004.4-4737 | 0.880000 | -9.360514 | -11.186419 | 1.291208 | 13.120574 | -11.598599 | 19.847600 | 2.365560 | 2.143399 | 2.961698 | 2.304286 | 0.092037 |
| 4 | 4 | 4FGL J0005.9+3824 | 0.229000 | -9.371611 | -11.077794 | 1.216318 | 13.120574 | -11.139063 | 18.399400 | 2.672116 | 1.427641 | 2.653273 | 2.552050 | 0.189904 |
| 5 | 5 | 4FGL J0006.3-0620 | 0.347000 | -9.853872 | -11.844664 | 0.720562 | 12.920123 | -11.087247 | 17.154100 | 2.127844 | 1.309898 | 3.334898 | 2.105631 | 0.169535 |
| 6 | 6 | 4FGL J0008.0+4711 | 0.280000 | -8.688246 | -10.737549 | 1.673864 | 13.525045 | -11.886057 | 19.009400 | 2.047049 | 0.808481 | 3.134356 | 1.928630 | 0.079131 |
| 7 | 7 | 4FGL J0008.4-2339 | 0.147000 | -9.785156 | -11.570248 | 1.014834 | 16.910091 | -11.931814 | 18.375300 | 1.656062 | 1.140965 | 3.817038 | 1.349111 | 0.278169 |
| 8 | 8 | 4FGL J0009.1+0628 | 1.562629 | -9.321482 | -11.289883 | 1.180231 | 13.389166 | -11.767004 | 17.992200 | 2.099055 | 1.115477 | 3.274507 | 2.063070 | 0.046000 |
| 9 | 9 | 4FGL J0009.8-4317 | 0.560000 | -9.684030 | -11.614394 | 1.025922 | 14.103804 | -12.012781 | 18.940800 | 2.065171 | 1.228461 | 3.327161 | 2.046758 | 0.022229 |
Last rows
| Unnamed: 0 | X.name | z | LogFlux1.100m | LogEnergy_Flux100 | LogSignificance | Lognu | Lognufnu | Gaia_G_Magnitude | PL_Index | LogVariability_Index | LogPivot_Energy | LP_Index | LP_beta | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1434 | 1434 | 4FGL J1717.6-5154 | 1.158 | -9.027797 | -10.954677 | 1.175949 | 12.245513 | -12.135489 | 19.010626 | 2.586935 | 2.456493 | 2.996943 | 2.518105 | 0.386508 |
| 1435 | 1435 | 4FGL J1802.6-3940 | 0.296 | -8.315155 | -10.251037 | 1.813084 | 12.698970 | -11.319664 | 18.507227 | 2.367435 | 3.501150 | 2.927821 | 2.264028 | 0.129025 |
| 1436 | 1436 | 4FGL J1830.1+0617 | 0.745 | -9.070070 | -10.896196 | 1.123795 | 12.589950 | -11.725842 | 19.379757 | 2.373454 | 2.401545 | 3.196703 | 2.319648 | 0.092991 |
| 1437 | 1437 | 4FGL J1833.6-2103 | 2.507 | -7.844664 | -9.675718 | 2.103071 | 12.164353 | -11.440093 | 20.671032 | 2.534459 | 3.393388 | 2.792649 | 2.456281 | 0.095306 |
| 1438 | 1438 | 4FGL J1955.2+1358 | 0.743 | -9.031984 | -10.970616 | 1.225399 | 12.800029 | -11.202040 | 19.364101 | 2.408720 | 2.249655 | 3.014112 | 2.276824 | 0.182890 |
| 1439 | 1439 | 4FGL J2015.5+3710 | 0.859 | -8.094204 | -10.107905 | 1.390612 | 12.545307 | -10.966576 | 20.393707 | 2.452853 | 2.098549 | 3.490651 | 2.705215 | 0.177748 |
| 1440 | 1440 | 4FGL J2038.7+5117 | 1.686 | -8.966576 | -10.966576 | 1.114832 | 12.469822 | -11.531653 | 20.036188 | 2.573189 | 1.903489 | 3.002200 | 2.353267 | 0.307681 |
| 1441 | 1441 | 4FGL J2039.5+5218 | 0.053 | -9.331614 | -11.245652 | 1.112326 | 16.759668 | -11.638272 | 19.495918 | 1.839129 | 0.817833 | 3.825612 | 1.797685 | 0.047917 |
| 1442 | 1442 | 4FGL J2201.8+5048 | 1.899 | -8.519993 | -10.222573 | 1.757798 | 12.451786 | -11.943095 | 18.715553 | 2.660449 | 3.494388 | 2.683323 | 2.562682 | 0.142221 |
| 1443 | 1443 | 4FGL J2347.0+5141 | 0.044 | -8.545155 | -10.505845 | 1.801577 | 16.195900 | -10.892790 | 16.615252 | 1.814421 | 1.781450 | 3.286620 | 1.746501 | 0.036544 |